Best Effort Task Scheduling for Data Parallel Jobs

Proceedings of the 2016 conference on ACM SIGCOMM 2016 Conference - SIGCOMM '16 ◽

10.1145/2934872.2959047 ◽

2016 ◽

Author(s):

Ziyang Li ◽

Yiming Zhang ◽

Yunxiang Zhao ◽

Yuxing Peng ◽

Dongsheng Li

Keyword(s):

Task Scheduling ◽

Best Effort ◽

Data Parallel ◽

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Symbiosis: Network-aware task scheduling in data-parallel frameworks

IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications ◽

10.1109/infocom.2016.7524415 ◽

2016 ◽

Author(s):

Jingjie Jiang ◽

Shiyao Ma ◽

Bo Li ◽

Baochun Li

Keyword(s):

Task Scheduling ◽

Data Parallel ◽

Parallel Frameworks

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Cluster fair queueing: Speeding up data-parallel jobs with delay guarantees

IEEE INFOCOM 2017 - IEEE Conference on Computer Communications ◽

10.1109/infocom.2017.8056948 ◽

2017 ◽

Author(s):

Chen Chen ◽

Wei Wang ◽

Shengkai Zhang ◽

Bo Li

Keyword(s):

Fair Queueing ◽

Data Parallel ◽

Parallel Jobs ◽

Delay Guarantees

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Efficient semantic-aware coflow scheduling for data-parallel jobs

2016 IEEE International Conference on Cluster Computing (CLUSTER) ◽

10.1109/cluster.2016.82 ◽

2016 ◽

Author(s):

Ziyang Li ◽

Yiming Zhang ◽

Yunxiang Zhao ◽

Dongsheng Li

Keyword(s):

Data Parallel ◽

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A power-aware, best-effort real-time task scheduling algorithm

Proceedings IEEE Workshop on Software Technologies for Future Embedded Systems. WSTFES 2003 ◽

10.1109/wstfes.2003.1201354 ◽

2004 ◽

Author(s):

Jinggang Wang ◽

B. Ravindran ◽

T. Martin

Keyword(s):

Real Time ◽

Task Scheduling ◽

Scheduling Algorithm ◽

Best Effort ◽

Time Task ◽

Task Scheduling Algorithm

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ReLoca: Optimize Resource Allocation for Data-parallel Jobs using Deep Learning

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications ◽

10.1109/infocom41043.2020.9155521 ◽

2020 ◽

Author(s):

Zhiyao Hu ◽

Dongsheng Li ◽

Dongxiang Zhang ◽

Yixin Chen

Keyword(s):

Resource Allocation ◽

Deep Learning ◽

Data Parallel ◽

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Network-Aware Scheduling for Data-Parallel Jobs

ACM SIGCOMM Computer Communication Review ◽

10.1145/2829988.2787488 ◽

2015 ◽

Vol 45 (4) ◽

pp. 407-420 ◽

Author(s):

Virajith Jalaparti ◽

Peter Bodik ◽

Ishai Menache ◽

Sriram Rao ◽

Konstantin Makarychev ◽

...

Keyword(s):

Data Parallel ◽

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Task Scheduling of Data-Parallel Applications on HSA Platform

Communications in Computer and Information Science - Data Science ◽

10.1007/978-981-13-2203-7_35 ◽

2018 ◽

pp. 452-461 ◽

Author(s):

Zhenshan Bao ◽

Chong Chen ◽

Wenbo Zhang

Keyword(s):

Task Scheduling ◽

Parallel Applications ◽

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Characterizing and Synthesizing Task Dependencies of Data-Parallel Jobs in Alibaba Cloud

Proceedings of the ACM Symposium on Cloud Computing - SoCC '19 ◽

10.1145/3357223.3362710 ◽

2019 ◽

Author(s):

Huangshi Tian ◽

Yunchuan Zheng ◽

Wei Wang

Keyword(s):

Data Parallel ◽

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Efficient Inter-Device Task Scheduling Schemes for Multi-Device Co-Processing of Data-Parallel Kernels on Heterogeneous Systems

IEEE Access ◽

10.1109/access.2021.3073955 ◽

2021 ◽

Vol 9 ◽

pp. 59968-59978

Author(s):

Lanjun Wan ◽

Weihua Zheng ◽

Xinpan Yuan

Keyword(s):

Task Scheduling ◽

Heterogeneous Systems ◽

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Optimizing Resource Allocation for Data-parallel Jobs via GCN-based Prediction

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2021.3055019 ◽

2021 ◽

pp. 1-1

Author(s):

Zhiyao Hu ◽

Dongsheng Li ◽

Dongxiang Zhang ◽

Yiming Zhang ◽

Baoyun Peng

Keyword(s):

Resource Allocation ◽

Data Parallel ◽

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